Pith Number

pith:74XORXAC

pith:2019:74XORXACST34OBTFTDD5KHOKEM

not attested not anchored not stored refs pending

Optimally Scheduling CNN Convolutions for Efficient Memory Access

Arthur Stoutchinin, Francesco Conti, Luca Benini

arxiv:1902.01492 v1 · 2019-02-04 · cs.NE

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\usepackage{pith}
\pithnumber{74XORXACST34OBTFTDD5KHOKEM}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Fast Cross-Operator Optimization of Attention Dataflow

Receipt and verification

First computed	2026-05-17T23:54:47.559961Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff2ee8dc0294f7c7066598c7d51dca2312a5c2b2b9de8cfff72d7c16312bf163

Aliases

arxiv: 1902.01492 · arxiv_version: 1902.01492v1 · doi: 10.48550/arxiv.1902.01492 · pith_short_12: 74XORXACST34 · pith_short_16: 74XORXACST34OBTF · pith_short_8: 74XORXAC

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/74XORXACST34OBTFTDD5KHOKEM \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: ff2ee8dc0294f7c7066598c7d51dca2312a5c2b2b9de8cfff72d7c16312bf163

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dfc9a1f20d251c66c20d6c59ac61cb164195d5062ba5a0160f367ea770a5c795",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2019-02-04T23:09:16Z",
    "title_canon_sha256": "7ff0e3edb40c26e7dd71fbd7407eef0401e20d417bb381c35bec05c176ae448d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.01492",
    "kind": "arxiv",
    "version": 1
  }
}